Kerstin S. Haring

A Reinforcement Learning-Based Social Robot for Personalized Learning in Children with Autism

This work hypothesizes that a social robot that uses reinforcement learning can effectively adapt to individual differences in teaching imitation skills (e.g., facial expressions) to children with autism spectrum disorder. We developed an active learning method based on reinforcement learning to per